Research & Papers

Reactive Writers: How Co-Writing with AI Changes How We Engage with Ideas

Analysis of 1,291 writing sessions shows AI suggestions subtly steer ideas while users feel in full control.

Deep Dive

A team of researchers from Cornell University—Advait Bhat, Marianne Aubin Le Quéré, Mor Naaman, and Maurice Jakesch—published a groundbreaking study titled 'Reactive Writers: How Co-Writing with AI Changes How We Engage with Ideas.' The paper, accepted to the CHI 2026 conference, presents a mixed-methods analysis combining retrospective interviews with 19 participants and a quantitative trace analysis of 1,291 distinct AI co-writing sessions. The core finding is a fundamental shift in the writing process: engaging with the AI's suggestions—reading and deciding whether to accept them—becomes the primary activity, taking time and cognitive focus away from traditional processes of personal ideation and language generation.

This shift leads to a new practice the researchers term 'Reactive Writing,' an evaluation-first, suggestion-led approach. Because writers often engage with AI suggestions before completing their own ideation, the AI's proposed ideas and opinions seed the direction of the text, which the writer then elaborates on. Crucially, the study found a significant disconnect: writers did not notice the AI's influence and reported feeling in full control, largely because they retained the technical ability to edit the final output. This combination makes 'Reactive Writing' highly vulnerable to subtle, AI-induced biases and opinion shifts, as the tool's suggestions can frame and steer the writer's thinking from the outset without their conscious awareness.

Key Points
  • Study analyzed 1,291 AI co-writing sessions and 19 interviews, finding AI suggestion evaluation replaces traditional ideation.
  • Writers often don't complete their own thinking before engaging AI, letting its suggestions seed opinions and text direction.
  • Despite this influence, writers felt in control and didn't notice the shift, creating vulnerability to AI-induced bias.

Why It Matters

Professionals using tools like ChatGPT for drafting may have their opinions and outputs subtly steered without realizing it.